A bracket comes back from the field with a crack at one corner, six months into service. Nobody is too surprised — brackets crack — but someone asks the engineer who drew it what happened.
She made the flange thick, she says, to be safe. The wall along the long edge is nearly twice what it needed to be. But the corner near the mounting hole, the one that actually cracked, she left alone. There was no reason to think that corner mattered more than the others. There was also no reason to think it mattered less.
The part was heavier than it needed to be almost everywhere, and still failed where nobody had looked. This was not a difficult part. It was the kind a shop draws by the dozen and nobody sends out for a proper stress review, because a proper stress review is for the parts that look important.
Why we build it this way
The obvious fix is to bring in a stress specialist, or run a simulation package on the parts that seem to warrant it. We think that solves the wrong scope of the problem. A stress specialist's day gets spent on the shaft, the frame, the part everyone already agrees is critical. The bracket, the bolted-on cover, the mounting plate — the parts that make up most of what a shop actually draws — never reach that desk. They get built with margin added by hand, everywhere, out of caution rather than knowledge.
Margin added everywhere is not the same thing as margin added where the load goes. It looks like the same carefulness. It costs the same metal and machining time. But it answers a different question — "did I add enough, generally" instead of "do I know where this needs to be thick." When a part fails despite looking well built, that is usually the gap between the two.
Margin added everywhere is caution. Margin added where the load actually travels is engineering. The first one costs metal. The second one is the only kind that holds.
So the load path has to be visible at the moment the part is drawn — for the bracket and the cover plate, not only the shaft — because that is the only moment an engineer can still move material instead of just adding more of it.
How it works, roughly
VCAD takes the same description an engineer would give a colleague and reads it as a part:
- What the part mounts to.
- What it has to carry.
- What envelope it has to fit inside.
From that, it generates manufacturable geometry, and alongside it shows where the load actually travels through the shape and marks the one point most likely to fail first — a warm spot on the model, visible in the same window the part is still being drawn in. Nothing here is a guess added out of caution; it is read off the shape itself.
When an engineer disagrees — thickens a wall, moves a mounting hole, changes the material — VCAD draws the load path again on the new shape, so the change can be checked before it becomes a drawing that goes to the shop floor.
A year of this is routine parts getting the same look the important ones always got, because the look now costs a glance instead of a specialist's day. What the part becomes is still the engineer's decision, and the record of why sits on a machine inside your own building.
VCAD is the third of three engineering aids under VarahiEdge. VEDA reasons about a fault from the machine's own signals, and Nirdesh guides a technician through a procedure by voice. All three run on the same on-premise box, inside the building where the machines actually are.
Read about VarahiEdge →